Pith Number

pith:DFZ6T6RQ

pith:2018:DFZ6T6RQGB4LIEMY3Q5FIBCOGE

not attested not anchored not stored refs pending

Classification Uncertainty of Deep Neural Networks Based on Gradient Information

Hanno Gottschalk, Matthias Rottmann, Philipp Oberdiek

arxiv:1805.08440 v2 · 2018-05-22 · cs.LG · cs.AI · cs.CV · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DFZ6T6RQGB4LIEMY3Q5FIBCOGE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-18T00:09:46.988277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1973e9fa303078b41198dc3a54044e3129f6ea23d1dfda331d4b7b532817377d

Aliases

arxiv: 1805.08440 · arxiv_version: 1805.08440v2 · doi: 10.48550/arxiv.1805.08440 · pith_short_12: DFZ6T6RQGB4L · pith_short_16: DFZ6T6RQGB4LIEMY · pith_short_8: DFZ6T6RQ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/DFZ6T6RQGB4LIEMY3Q5FIBCOGE \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1973e9fa303078b41198dc3a54044e3129f6ea23d1dfda331d4b7b532817377d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d18889776d785b989a82bc85494d85967ff04edd8fc6e93902c2a898162b669c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-22T08:07:14Z",
    "title_canon_sha256": "3c1fa4a774ec54edaf51e06af89bbadfb74b59c711c36a5f1c8b4783ee4f6951"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.08440",
    "kind": "arxiv",
    "version": 2
  }
}